In this blog, we will help you prepare for the AWS Solution Architect Associate Certification Exam, give you some facts and summaries, provide AWS Solution Architect Associate Top Questions and Answers Dump
Solution Architecture Definition 1:
Solution architecture is a practice of defining and describing an architecture of a system delivered in context of a specific solution and as such it may encompass description of an entire system or only its specific parts. Definition of a solution architecture is typically led by a solution architect.
Solution Architecture Definition 2:
The AWS Certified Solutions Architect – Associate examination is intended for individuals who perform a solutions architect role and have one or more years of hands-on experience designing available, cost-efficient, fault-tolerant, and scalable distributed systems on AWS.
AWS Solution Architect Associate Exam Facts and Summaries (SAA-C02)
- This exam validates an examinee’s ability to effectively demonstrate knowledge of how to architect and deploy secure and robust applications on AWS technologies. It validates an examinee’s ability to:
- Define a solution using architectural design principles based on customer requirements.
- Provide implementation guidance based on best practices to the organization throughout the lifecycle of the project.
- There are two types of questions on the examination:
- Multiple-choice: Has one correct response and three incorrect responses (distractors).
- Multiple-response: Has two correct responses out of five options.
Select one or more responses that best complete the statement or answer the question. Distractors, or incorrect answers, are response options that an examinee with incomplete knowledge or skill would likely choose. However, they are generally plausible responses that fit in the content area defined by the test objective. Unanswered questions are scored as incorrect; there is no penalty for guessing.
- The table below lists the main content domains and their weightings:
- Domain 1: Design Resilient Architectures
- Choose reliable/resilient storage.
- Determine how to design decoupling mechanisms using AWS services.
- Determine how to design a multi-tier architecture solution.
- Determine how to design high availability and/or fault tolerant architectures
- Domain 2: Define Performant Architectures
- Choose performant storage and databases.
- Apply caching to improve performance.
- Design solutions for elasticity and scalability.
- Domain 3: Specify Secure Applications and Architectures.
- Determine how to secure application tiers.
- Determine how to secure data.
- Define the networking infrastructure for a single VPC application.
- Domain 4: Design Cost-Optimized Architectures
- Determine how to design cost-optimized storage.
- Determine how to design cost-optimized compute.
- Domain 5: Define Operationally-Excellent Architectures
- Choose design features in solutions that enable operational excellence.
- Take an AWS Training Class
- Study AWS Whitepapers and FAQs: AWS Well-Architected webpage (various whitepapers linked)
- If you are running an application in a production environment and must add a new EBS volume with data from a snapshot, what could you do to avoid degraded performance during the volume’s first use?
Initialize the data by reading each storage block on the volume.
Volumes created from an EBS snapshot must be initialized. Initializing occurs the first time a storage block on the volume is read, and the performance impact can be impacted by up to 50%. You can avoid this impact in production environments by pre-warming the volume by reading all of the blocks.
- If you are running a legacy application that has hard-coded static IP addresses and it is running on an EC2 instance; what is the best failover solution that allows you to keep the same IP address on a new instance?
Elastic IP addresses (EIPs) are designed to be attached/detached and moved from one EC2 instance to another. They are a great solution for keeping a static IP address and moving it to a new instance if the current instance fails. This will reduce or eliminate any downtime uses may experience.
- Which feature of Intel processors help to encrypt data without significant impact on performance?
- You can mount to EFS from which two of the following?
- On-prem servers running Linux
- EC2 instances running Linux
EFS is not compatible with Windows operating systems.
When a file(s) is encrypted and the stored data is not in transit it’s known as encryption at rest. What is an example of encryption at rest?
When would vertical scaling be necessary? When an application is built entirely into one source code, otherwise known as a monolithic application.
Fault-Tolerance allows for continuous operation throughout a failure, which can lead to a low Recovery Time Objective. RPO vs RTO
- High-Availability means automating tasks so that an instance will quickly recover, which can lead to a low Recovery Time Objective. RPO vs. RTO
- Frequent backups reduce the time between the last backup and recovery point, otherwise known as the Recovery Point Objective. RPO vs. RTO
- Which represents the difference between Fault-Tolerance and High-Availability? High-Availability means the system will quickly recover from a failure event, and Fault-Tolerance means the system will maintain operations during a failure.
- From a security perspective, what is a principal? An anonymous user falls under the definition of a principal. A principal can be an anonymous user acting on a system.
An authenticated user falls under the definition of a principal. A principal can be an authenticated user acting on a system.
- What are two types of session data saving for an Application Session State? Stateless and Stateful
23. It is the customer’s responsibility to patch the operating system on an EC2 instance.
24. In designing an environment, what four main points should a Solutions Architect keep in mind? Cost-efficient, secure, application session state, undifferentiated heavy lifting: These four main points should be the framework when designing an environment.
26. What are the benefits of horizontal scaling?
Vertical scaling can be costly while horizontal scaling is cheaper.
Horizontal scaling suffers from none of the size limitations of vertical scaling.
Having horizontal scaling means you can easily route traffic to another instance of a server.
Top 65 AWS Solution Architect Associate Exam Prep Questions and Answers Dump – SAA-C02
Q0: A company is developing a highly available web application using stateless web servers. Which services are suitable for storing session state data? (Select TWO.)
- A. CloudWatch
- B. DynamoDB
- C. Elastic Load Balancing
- D. ElastiCache
- E. Storage Gateway
Q1: A Solutions Architect is designing a critical business application with a relational database that runs on an EC2 instance. It requires a single EBS volume that can support up to 16,000 IOPS.
Which Amazon EBS volume type can meet the performance requirements of this application?
- A. EBS Provisioned IOPS SSD
- B. EBS Throughput Optimized HDD
- C. EBS General Purpose SSD
- D. EBS Cold HDD
Q2: An application running on EC2 instances processes sensitive information stored on Amazon S3. The information is accessed over the Internet. The security team is concerned that the Internet connectivity to Amazon S3 is a security risk.
Which solution will resolve the security concern?
- A. Access the data through an Internet Gateway.
- B. Access the data through a VPN connection.
- C. Access the data through a NAT Gateway.
- D.Access the data through a VPC endpoint for Amazon S3
Q3: An organization is building an Amazon Redshift cluster in their shared services VPC. The cluster will host sensitive data.
How can the organization control which networks can access the cluster?
- A. Run the cluster in a different VPC and connect through VPC peering.
- B. Create a database user inside the Amazon Redshift cluster only for users on the network.
- C. Define a cluster security group for the cluster that allows access from the allowed networks.
- D. Only allow access to networks that connect with the shared services network via VPN.
Q4: A web application allows customers to upload orders to an S3 bucket. The resulting Amazon S3 events trigger a Lambda function that inserts a message to an SQS queue. A single EC2 instance reads messages from the queue, processes them, and stores them in an DynamoDB table partitioned by unique order ID. Next month traffic is expected to increase by a factor of 10 and a Solutions Architect is reviewing the architecture for possible scaling problems.
Which component is MOST likely to need re-architecting to be able to scale to accommodate the new traffic?
- A. Lambda function
- B. SQS queue
- C. EC2 instance
- D. DynamoDB table
Q5: An application requires a highly available relational database with an initial storage capacity of 8 TB. The database will grow by 8 GB every day. To support expected traffic, at least eight read replicas will be required to handle database reads.
Which option will meet these requirements?
- A. DynamoDB
- B. Amazon S3
- C. Amazon Aurora
- D. Amazon Redshift
Q6: How can you improve the performance of EFS?
- A. Use an instance-store backed EC2 instance.
- B. Provision more throughput than is required.
- C. Divide your files system into multiple smaller file systems.
- D. Provision higher IOPs for your EFS.
If you are designing an application that requires fast (10 – 25Gbps), low-latency connections between EC2 instances, what EC2 feature should you use?
- A. Snapshots
- B. Instance store volumes
- C. Placement groups
- D. IOPS provisioned instances.
Q8: A Solution Architect is designing an online shopping application running in a VPC on EC2 instances behind an ELB Application Load Balancer. The instances run in an Auto Scaling group across multiple Availability Zones. The application tier must read and write data to a customer managed database cluster. There should be no access to the database from the Internet, but the cluster must be able to obtain software patches from the Internet.
Which VPC design meets these requirements?
- A. Public subnets for both the application tier and the database cluster
- B. Public subnets for the application tier, and private subnets for the database cluster
- C. Public subnets for the application tier and NAT Gateway, and private subnets for the database cluster
- D. Public subnets for the application tier, and private subnets for the database cluster and NAT Gateway
Q9: What command should you run on a running instance if you want to view its user data (that is used at launch)?
- A. curl http://254.169.254.169/latest/user-data
- B. curl http://localhost/latest/meta-data/bootstrap
- C. curl http://localhost/latest/user-data
- D. curl http://169.254.169.254/latest/user-data
Q10: A company is developing a highly available web application using stateless web servers. Which
services are suitable for storing session state data? (Select TWO.)
- A. CloudWatch
- B. DynamoDB
- C. Elastic Load Balancing
- D. ElastiCache
- E. Storage Gateway
Q11: From a security perspective, what is a principal?
- A. An identity
- B. An anonymous user
- C. An authenticated user
- D. A resource
Q12: What are the characteristics of a tiered application?
- A. All three application layers are on the same instance
- B. The presentation tier is on an isolated instance than the logic layer
- C. None of the tiers can be cloned
- D. The logic layer is on an isolated instance than the data layer
- E. Additional machines can be added to help the application by implementing horizontal scaling
- F. Incapable of horizontal scaling
A. By frequently purchasing additional instances and smaller resources
B. By purchasing more resources very far in advance
C. By purchasing more resources after demand has risen
D. It is not possible to predict demand
Q14: What is the concept behind AWS’ Well-Architected Framework?
A. It’s a set of best practice areas, principles, and concepts that can help you implement effective AWS solutions.
B. It’s a set of best practice areas, principles, and concepts that can help you implement effective solutions tailored to your specific business.
C. It’s a set of best practice areas, principles, and concepts that can help you implement effective solutions from another web host.
D. It’s a set of best practice areas, principles, and concepts that can help you implement effective E-Commerce solutions.
A. Availability Zones are isolated locations within regions
B. Region codes identify specific regions (example: US-EAST-2)
C. All AWS Regions contain the full set of AWS services.
D. An AWS Region is assigned based on the user’s location when creating an AWS account.
B. Performance Efficiency
C. Structural Simplicity
E. Operational Excellence
Q17: You lead a team to develop a new online game application in AWS EC2. The application will have a large number of users globally. For a great user experience, this application requires very low network latency and jitter. If the network speed is not fast enough, you will lose customers. Which tool would you choose to improve the application performance? (Select TWO.)
A. AWS VPN
B. AWS Global Accelerator
C. Direct Connect
D. API Gateway
Q18: A company has a media processing application deployed in a local data center. Its file storage is built on a Microsoft Windows file server. The application and file server need to be migrated to AWS. You want to quickly set up the file server in AWS and the application code should continue working to access the file systems. Which method should you choose to create the file server?
A. Create a Windows File Server from Amazon WorkSpaces.
B. Configure a high performance Windows File System in Amazon EFS.
C. Create a Windows File Server in Amazon FSx.
D. Configure a secure enterprise storage through Amazon WorkDocs.
Q19: You are developing an application using AWS SDK to get objects from AWS S3. The objects have big sizes and sometimes there are failures when getting objects especially when the network connectivity is poor. You want to get a specific range of bytes in a single GET request and retrieve the whole object in parts. Which method can achieve this?
A. Enable multipart upload in the AWS SDK.
B. Use the “Range” HTTP header in a GET request to download the specified range bytes of an object.
C. Reduce the retry requests and enlarge the retry timeouts through AWS SDK when fetching S3 objects.
D. Retrieve the whole S3 object through a single GET operation.
Q20: You have an application hosted in an Auto Scaling group and an application load balancer distributes traffic to the ASG. You want to add a scaling policy that keeps the average aggregate CPU utilization of the Auto Scaling group to be 60 percent. The capacity of the Auto Scaling group should increase or decrease based on this target value. Which scaling policy does it belong to?
A. Target tracking scaling policy.
B. Step scaling policy.
C. Simple scaling policy.
D. Scheduled scaling policy.
Q21: You need to launch a number of EC2 instances to run Cassandra. There are large distributed and replicated workloads in Cassandra and you plan to launch instances using EC2 placement groups. The traffic should be distributed evenly across several partitions and each partition should contain multiple instances. Which strategy would you use when launching the placement groups?
A. Cluster placement strategy
B. Spread placement strategy.
C. Partition placement strategy.
D. Network placement strategy.
Q22: To improve the network performance, you launch a C5 EC2 Amazon Linux instance and enable enhanced networking by modifying the instance attribute with “aws ec2 modify-instance-attribute –instance-id instance_id –ena-support”. Which mechanism does the EC2 instance use to enhance the networking capabilities?
A. Intel 82599 Virtual Function (VF) interface.
B. Elastic Fabric Adapter (EFA).
C. Elastic Network Adapter (ENA).
D. Elastic Network Interface (ENI).
Q23: You work for an online retailer where any downtime at all can cause a significant loss of revenue. You have architected your application to be deployed on an Auto Scaling Group of EC2 instances behind a load balancer. You have configured and deployed these resources using a CloudFormation template. The Auto Scaling Group is configured with default settings, and a simple CPU utilization scaling policy. You have also set up multiple Availability Zones for high availability. The Load Balancer does health checks against an html file generated by script. When you begin performing load testing on your application and notice in CloudWatch that the load balancer is not sending traffic to one of your EC2 instances. What could be the problem?
A. The EC2 instance has failed the load balancer health check.
B. The instance has not been registered with CloudWatch.
C. The EC2 instance has failed EC2 status checks.
D. You are load testing at a moderate traffic level and not all instances are needed.
Q24: Your company is using a hybrid configuration because there are some legacy applications which are not easily converted and migrated to AWS. And with this configuration comes a typical scenario where the legacy apps must maintain the same private IP address and MAC address. You are attempting to convert the application to the cloud and have configured an EC2 instance to house the application. What you are currently testing is removing the ENI from the legacy instance and attaching it to the EC2 instance. You want to attempt a cold attach. What does this mean?
A. Attach ENI when it’s stopped.
B. Attach ENI before the public IP address is assigned.
C. Attach ENI to an instance when it’s running.
D. Attach ENI when the instance is being launched.
Q25: Your company has recently converted to a hybrid cloud environment and will slowly be migrating to a fully AWS cloud environment. The AWS side is in need of some steps to prepare for disaster recovery. A disaster recovery plan needs drawn up and disaster recovery drills need to be performed for compliance reasons. The company wants to establish Recovery Time and Recovery Point Objectives. The RTO and RPO can be pretty relaxed. The main point is to have a plan in place, with as much cost savings as possible. Which AWS disaster recovery pattern will best meet these requirements?
A. Warm Standby
B. Backup and restore
C. Multi Site
D. Pilot Light
Q26: An international travel company has an application which provides travel information and alerts to users all over the world. The application is hosted on groups of EC2 instances in Auto Scaling Groups in multiple AWS Regions. There are also load balancers routing traffic to these instances. In two countries, Ireland and Australia, there are compliance rules in place that dictate users connect to the application in eu-west-1 and ap-southeast-1. Which service can you use to meet this requirement?
A. Use Route 53 weighted routing.
B. Use Route 53 geolocation routing.
C. Configure CloudFront and the users will be routed to the nearest edge location.
D. Configure the load balancers to route users to the proper region.
Q26: You have taken over management of several instances in the company AWS environment. You want to quickly review scripts used to bootstrap the instances at runtime. A URL command can be used to do this. What can you append to the URL http://169.254.169.254/latest/ to retrieve this data?
Q27: A software company has created an application to capture service requests from users and also enhancement requests. The application is deployed on an Auto Scaling group of EC2 instances fronted by an Application Load Balancer. The Auto Scaling group has scaled to maximum capacity, but there are still requests being lost. The cost of these instances is becoming an issue. What step can the company take to ensure requests aren’t lost?
A. Use larger instances in the Auto Scaling group.
B. Use spot instances to save money.
C. Use an SQS queue with the Auto Scaling group to capture all requests.
D. Use a Network Load Balancer instead for faster throughput.
Q28: A company has an auto scaling group of EC2 instances hosting their retail sales application. Any significant downtime for this application can result in large losses of profit. Therefore the architecture also includes an Application Load Balancer and an RDS database in a Multi-AZ deployment. The company has a very aggressive Recovery Time Objective (RTO) in case of disaster. How long will a failover typically complete?
A. Under 10 minutes
B. Within an hour
C. Almost instantly
D. one to two minutes
Q29: You have two EC2 instances running in the same VPC, but in different subnets. You are removing the secondary ENI from an EC2 instance and attaching it to another EC2 instance. You want this to be fast and with limited disruption. So you want to attach the ENI to the EC2 instance when it’s running. What is this called?
A. hot attach
B. warm attach
C. cold attach
D. synchronous attach
Q30: You suspect that one of the AWS services your company is using has gone down. How can you check on the status of this service?
A. AWS Trusted Advisor
B. Amazon Inspector
C. AWS Personal Health Dashboard
D. AWS Organizations
Q31: You have configured an Auto Scaling Group of EC2 instances fronted by an Application Load Balancer and backed by an RDS database. You want to begin monitoring the EC2 instances using CloudWatch metrics. Which metric is not readily available out of the box?
A. CPU utilization
D. Memory utilization
Q32: Several instances you are creating have a specific data requirement. The requirement states that the data on the root device needs to persist independently from the lifetime of the instance. After considering AWS storage options, which is the simplest way to meet these requirements?
A. Store your root device data on Amazon EBS.
B. Store the data on the local instance store.
C. Create a cron job to migrate the data to S3.
D. Send the data to S3 using S3 lifecycle rules.
Q33: A company has an Auto Scaling Group of EC2 instances hosting their retail sales application. Any significant downtime for this application can result in large losses of profit. Therefore the architecture also includes an Application Load Balancer and an RDS database in a Multi-AZ deployment. What will happen to preserve high availability if the primary database fails?
A. A Lambda function kicks off a CloudFormation template to deploy a backup database.
B. The CNAME is switched from the primary db instance to the secondary.
C. Route 53 points the CNAME to the secondary database instance.
D. The Elastic IP address for the primary database is moved to the secondary database.
Q34: After several issues with your application and unplanned downtime, your recommendation to migrate your application to AWS is approved. You have set up high availability on the front end with a load balancer and an Auto Scaling Group. What step can you take with your database to configure high-availability and ensure minimal downtime (under five minutes)?
A. Create a read replica.
B. Enable Multi-AZ failover on the database.
C. Take frequent snapshots of your database.
D. Create your database using CloudFormation and save the template for reuse.
Q35: A new startup is considering the advantages of using DynamoDB versus a traditional relational database in AWS RDS. The NoSQL nature of DynamoDB presents a small learning curve to the team members who all have experience with traditional databases. The company will have multiple databases, and the decision will be made on a case-by-case basis. Which of the following use cases would favour DynamoDB? Select two.
A. Strong referential integrity between tables
B. Storing BLOB data
C. Storing infrequently accessed data
D. Managing web session data
E. Storing metadata for S3 objects
Q36: You have been tasked with designing a strategy for backing up EBS volumes attached to an instance-store-backed EC2 instance. You have been asked for an executive summary on your design, and the executive summary should include an answer to the question, “What can an EBS volume do when snapshotting the volume is in progress”?
A. The volume can be used normally while the snapshot is in progress.
B. The volume can only accommodate writes while a snapshot is in progress.
C. The volume can not be used while a snapshot is in progress.
D. The volume can only accommodate reads while a snapshot is in progress.
Q37: You are working as a Solutions Architect in a large healthcare organization. You have many Auto Scaling Groups that you need to create. One requirement is that you need to reuse some software licenses and therefore need to use dedicated hosts on EC2 instances in your Auto Scaling Groups. What step must you take to meet this requirement?
A. Create your launch configuration, but manually change the instances to Dedicated Hosts in the EC2 console.
B. Use a launch template with your Auto Scaling Group.
C. Create the Dedicated Host EC2 instances, then add them to an existing Auto Scaling Group.
D. Make sure your launch configurations are using Dedicated Hosts.
Q38: Your organization uses AWS CodeDeploy for deployments. Now you are starting a project on the AWS Lambda platform. For your deployments, you’ve been given a requirement of performing blue-green deployments. When you perform deployments, you want to split traffic, sending a small percentage of the traffic to the new version of your application. Which deployment configuration will allow this splitting of traffic?
B. All at Once
D. Weighted routing
Q39: A financial institution has an application that produces huge amounts of actuary data, which is ultimately expected to be in the terabyte range. There is a need to run complex analytic queries against terabytes of structured data, using sophisticated query optimization, columnar storage on high-performance storage, and massively parallel query execution. Which storage service will best meet this requirement?
Q40: A company has an application for sharing static content, such as photos. The popularity of the application has grown, and the company is now sharing content worldwide. This worldwide service has caused some issues with latency. What AWS services can be used to host a static website, serve content to globally dispersed users, and address latency issues, while keeping cost under control? Choose two.
A. EC2 placement group
D. AWS Global Accelerator
E. AWS CloudFormation
Q41: You have just been hired by a large organization which uses many different AWS services in their environment. Some of the services which handle data include: RDS, Redshift, ElastiCache, DynamoDB, S3, and Glacier. You have been instructed to configure a web application using stateless web servers. Which services can you use to handle session state data? Choose two.
Q42: After an IT Steering Committee meeting you have been put in charge of configuring a hybrid environment for the company’s compute resources. You weigh the pros and cons of various technologies based on the requirements you are given. Your primary requirement is the necessity for a private, dedicated connection, which bypasses the Internet and can provide throughput of 10 Gbps. Which option will you select?
A. AWS Direct Connect
B. VPC Peering
C. AWS VPN
D. AWS Direct Gateway
Q43: An application is hosted on an EC2 instance in a VPC. The instance is in a subnet in the VPC, and the instance has a public IP address. There is also an internet gateway and a security group with the proper ingress configured. But your testers are unable to access the instance from the Internet. What could be the problem?
A. Make sure the instance has a private IP address.
B. Add a route to the route table, from the subnet containing the instance, to the Internet Gateway.
C. A NAT gateway needs to be configured.
D. A Virtual private gateway needs to be configured.
Q44: A data company has implemented a subscription service for storing video files. There are two levels of subscription: personal and professional use. The personal users can upload a total of 5 GB of data, and professional users can upload as much as 5 TB of data. The application can upload files of size up to 1 TB to an S3 Bucket. What is the best way to upload files of this size?
A. Multipart upload
B. Single-part Upload
C. AWS Snowball
D. AWS SnowMobile
Q45: You have multiple EC2 instances housing applications in a VPC in a single Availability Zone. The applications need to communicate at extremely high throughputs to avoid latency for end users. The average throughput needs to be 6 Gbps. What’s the best measure you can do to ensure this throughput?
A. Put the instances in a placement group
B. Use Elastic Network Interfaces
C. Use Auto Scaling Groups
D. Increase the size of the instances
Q46: A team member has been tasked to configure four EC2 instances for four separate applications. These are not high-traffic apps, so there is no need for an Auto Scaling Group. The instances are all in the same public subnet and each instance has an EIP address, and all of the instances have the same Security Group. But none of the instances can send or receive internet traffic. You verify that all the instances have a public IP address. You also verify that an internet gateway has been configured. What is the most likely issue?
A. There is no route in the route table to the internet gateway (or it has been deleted).
B. Each instance needs its own security group.
C. The route table is corrupt.
D. You are using the default nacl.
Q47: You have been assigned to create an architecture which uses load balancers to direct traffic to an Auto Scaling Group of EC2 instances across multiple Availability Zones. The application to be deployed on these instances is a life insurance application which requires path-based and host-based routing. Which type of load balancer will you need to use?
A. Any type of load balancer will meet these requirements.
B. Classic Load Balancer
C. Network Load Balancer
D. Application Load Balancer
Q48: You have been assigned to create an architecture which uses load balancers to direct traffic to an Auto Scaling Group of EC2 instances across multiple Availability Zones. You were considering using an Application Load Balancer, but some of the requirements you have been given seem to point to a Classic Load Balancer. Which requirement would be better served by an Application Load Balancer?
A. Support for EC2-Classic
B. Path-based routing
C. Support for sticky sessions using application-generated cookies
D. Support for TCP and SSL listeners
Q49: You have been tasked to review your company disaster recovery plan due to some new requirements. The driving factor is that the Recovery Time Objective has become very aggressive. Because of this, it has been decided to configure Multi-AZ deployments for the RDS MySQL databases. Unrelated to DR, it has been determined that some read traffic needs to be offloaded from the master database. What step can be taken to meet this requirement?
A. Convert to Aurora to allow the standby to serve read traffic.
B. Redirect some of the read traffic to the standby database.
C. Add DAX to the solution to alleviate excess read traffic.
D. Add read replicas to offload some read traffic.
Q50: A gaming company is designing several new games which focus heavily on player-game interaction. The player makes a certain move and the game has to react very quickly to change the environment based on that move and to present the next decision for the player in real-time. A tool is needed to continuously collect data about player-game interactions and feed the data into the gaming platform in real-time. Which AWS service can best meet this need?
A. AWS Lambda
B. Kinesis Data Streams
C. Kinesis Data Analytics
D. AWS IoT
Q51: You are designing an architecture for a financial company which provides a day trading application to customers. After viewing the traffic patterns for the existing application you notice that traffic is fairly steady throughout the day, with the exception of large spikes at the opening of the market in the morning and at closing around 3 pm. Your architecture will include an Auto Scaling Group of EC2 instances. How can you configure the Auto Scaling Group to ensure that system performance meets the increased demands at opening and closing of the market?
A. Configure a Dynamic Scaling Policy to scale based on CPU Utilization.
B. Use a load balancer to ensure that the load is distributed evenly during high-traffic periods.
C. Configure your Auto Scaling Group to have a desired size which will be able to meet the demands of the high-traffic periods.
D. Use a predictive scaling policy on the Auto Scaling Group to meet opening and closing spikes.
Q52: A software gaming company has produced an online racing game which uses CloudFront for fast delivery to worldwide users. The game also uses DynamoDB for storing in-game and historical user data. The DynamoDB table has a preconfigured read and write capacity. Users have been reporting slow down issues, and an analysis has revealed that the DynamoDB table has begun throttling during peak traffic times. Which step can you take to improve game performance?
A. Add a load balancer in front of the web servers.
B. Add ElastiCache to cache frequently accessed data in memory.
C. Add an SQS Queue to queue requests which could be lost.
D. Make sure DynamoDB Auto Scaling is turned on.
Q53: You have configured an Auto Scaling Group of EC2 instances. You have begun testing the scaling of the Auto Scaling Group using a stress tool to force the CPU utilization metric being used to force scale out actions. The stress tool is also being manipulated by removing stress to force a scale in. But you notice that these actions are only taking place in five-minute intervals. What is happening?
A. Auto Scaling Groups can only scale in intervals of five minutes or greater.
B. The Auto Scaling Group is following the default cooldown procedure.
C. A load balancer is managing the load and limiting the effectiveness of stressing the servers.
D. The stress tool is configured to run for five minutes.
Q54: A team of architects is designing a new AWS environment for a company which wants to migrate to the Cloud. The architects are considering the use of EC2 instances with instance store volumes. The architects realize that the data on the instance store volumes are ephemeral. Which action will not cause the data to be deleted on an instance store volume?
B. The underlying disk drive fails.
C. Hardware disk failure.
D. Instance is stopped
Q55: You work for an advertising company that has a real-time bidding application. You are also using CloudFront on the front end to accommodate a worldwide user base. Your users begin complaining about response times and pauses in real-time bidding. Which service can be used to reduce DynamoDB response times by an order of magnitude (milliseconds to microseconds)?
B. DynamoDB Auto Scaling
D. CloudFront Edge Caches
Q56: A travel company has deployed a website which serves travel updates to users all over the world. The traffic this database serves is very read heavy and can have some latency issues at certain times of the year. What can you do to alleviate these latency issues?
A. Place CloudFront in front of the Database.
B. Add read replicas
C. Configure RDS Multi-AZ
D. Configure multi-Region RDS
Q57: A large financial institution is gradually moving their infrastructure and applications to AWS. The company has data needs that will utilize all of RDS, DynamoDB, Redshift, and ElastiCache. Which description best describes Amazon Redshift?
A. Key-value and document database that delivers single-digit millisecond performance at any scale.
B. Cloud-based relational database.
C. Can be used to significantly improve latency and throughput for many read-heavy application workloads.
D. Near real-time complex querying on massive data sets.
Q58: You are designing an architecture which will house an Auto Scaling Group of EC2 instances. The application hosted on the instances is expected to be an extremely popular social networking site. Forecasts for traffic to this site expect very high traffic and you will need a load balancer to handle tens of millions of requests per second while maintaining high throughput at ultra low latency. You need to select the type of load balancer to front your Auto Scaling Group to meet this high traffic requirement. Which load balancer will you select?
A. You will need an Application Load Balancer to meet this requirement.
B. All the AWS load balancers meet the requirement and perform the same.
C. You will select a Network Load Balancer to meet this requirement.
D. You will need a Classic Load Balancer to meet this requirement.
Q59: An organization of about 100 employees has performed the initial setup of users in IAM. All users except administrators have the same basic privileges. But now it has been determined that 50 employees will have extra restrictions on EC2. They will be unable to launch new instances or alter the state of existing instances. What will be the quickest way to implement these restrictions?
A. Create an IAM Role for the restrictions. Attach it to the EC2 instances.
B. Create the appropriate policy. Place the restricted users in the new policy.
C. Create the appropriate policy. With only 20 users, attach the policy to each user.
D. Create the appropriate policy. Create a new group for the restricted users. Place the restricted users in the new group and attach the policy to the group.
Q60: You are managing S3 buckets in your organization. This management of S3 extends to Amazon Glacier. For auditing purposes you would like to be informed if an object is restored to S3 from Glacier. What is the most efficient way you can do this?
A. Create a CloudWatch event for uploads to S3
B. Create an SNS notification for any upload to S3.
C. Configure S3 notifications for restore operations from Glacier.
D. Create a Lambda function which is triggered by restoration of object from Glacier to S3.
Q61: Your company has gotten back results from an audit. One of the mandates from the audit is that your application, which is hosted on EC2, must encrypt the data before writing this data to storage. Which service could you use to meet this requirement?
A. AWS Cloud HSM
B. Security Token Service
C. EBS encryption
D. AWS KMS
Q62: Recent worldwide events have dictated that you perform your duties as a Solutions Architect from home. You need to be able to manage several EC2 instances while working from home and have been testing the ability to ssh into these instances. One instance in particular has been a problem and you cannot ssh into this instance. What should you check first to troubleshoot this issue?
A. Make sure that the security group for the instance has ingress on port 80 from your home IP address.
B. Make sure that your VPC has a connected Virtual Private Gateway.
C. Make sure that the security group for the instance has ingress on port 22 from your home IP address.
D. Make sure that the Security Group for the instance has ingress on port 443 from your home IP address.
Q62: A consultant is hired by a small company to configure an AWS environment. The consultant begins working with the VPC and launching EC2 instances within the VPC. The initial instances will be placed in a public subnet. The consultant begins to create security groups. What is true of the default security group?
A. You can delete this group, however, you can’t change the group’s rules.
B. You can delete this group or you can change the group’s rules.
C. You can’t delete this group, nor can you change the group’s rules.
D. You can’t delete this group, however, you can change the group’s rules.
Q63: You are evaluating the security setting within the main company VPC. There are several NACLs and security groups to evaluate and possibly edit. What is true regarding NACLs and security groups?
A. Network ACLs and security groups are both stateful.
B. Network ACLs and security groups are both stateless.
C. Network ACLs are stateless, and security groups are stateful.
D. Network ACLs and stateful, and security groups are stateless.
Q64: Your company needs to deploy an application in the company AWS account. The application will reside on EC2 instances in an Auto Scaling Group fronted by an Application Load Balancer. The company has been using Elastic Beanstalk to deploy the application due to limited AWS experience within the organization. The application now needs upgrades and a small team of subcontractors have been hired to perform these upgrades. What can be used to provide the subcontractors with short-lived access tokens that act as temporary security credentials to the company AWS account?
A. IAM Roles
B. AWS STS
C. IAM user accounts
D. AWS SSO
Q65: The company you work for has reshuffled teams a bit and you’ve been moved from the AWS IAM team to the AWS Network team. One of your first assignments is to review the subnets in the main VPCs. What are two key concepts regarding subnets?
A. A subnet spans all the Availability Zones in a Region.
B. Private subnets can only hold database.
C. Each subnet maps to a single Availability Zone.
D. Every subnet you create is associated with the main route table for the VPC.
E. Each subnet is associated with one security group.
Bonus1:You have been evaluating the NACLS in your company. Most of the NACLs are configured the same: 100 All Traffic Allow 200 All Traffic Deny ‘*’ All Traffic Deny If a request comes in, how will it be evaluated?
A. The default will deny traffic.
B. The request will be allowed.
C. The highest numbered rule will be used, a deny.
D. All rules will be evaluated and the end result will be Deny.
Bonus2: You have been given an assignment to configure Network ACLs in your VPC. Before configuring the NACLs, you need to understand how the NACLs are evaluated. How are NACL rules evaluated?
A. NACL rules are evaluated by rule number from lowest to highest and executed immediately when a matching rule is found.
B. NACL rules are evaluated by rule number from highest to lowest, and executed immediately when a matching rule is found.
C. All NACL rules that you configure are evaluated before traffic is passed through.
D. NACL rules are evaluated by rule number from highest to lowest, and all are evaluated before traffic is passed through.
Bonus3: Your company has gone through an audit with a focus on data storage. You are currently storing historical data in Amazon Glacier. One of the results of the audit is that a portion of the infrequently-accessed historical data must be able to be accessed immediately upon request. Where can you store this data to meet this requirement?
A. S3 Standard
B. Leave infrequently-accessed data in Glacier.
C. S3 Standard-IA
D. Store the data in EBS
Bonus4: After an IT Steering Committee meeting, you have been put in charge of configuring a hybrid environment for the company’s compute resources. You weigh the pros and cons of various technologies, such as VPN and Direct Connect, and based on the requirements you have decided to configure a VPN connection. What features and advantages can a VPN connection provide?
Bonus5: Your company has decided to go to a hybrid cloud environment. Part of this effort will be to move a large data warehouse to the cloud. The warehouse is 50TB, and will take over a month to migrate given the current bandwidth available. What is the best option available to perform this migration considering both cost and performance aspects?
Bonus6: You have been assigned the review of the security in your company AWS cloud environment. Your final deliverable will be a report detailing potential security issues. One of the first things that you need to describe is the responsibilities of the company under the shared responsibility module. Which measure is the customer’s responsibility?
What are the 5 pillars of a well architected framework:
AWS Well-Architected helps cloud architects build secure, high-performing, resilient, and efficient infrastructure for their applications and workloads. Based on five pillars — operational excellence, security, reliability, performance efficiency, and cost optimization — AWS Well-Architected provides a consistent approach for customers and partners to evaluate architectures, and implement designs that can scale over time.
1. Operational Excellence
The operational excellence pillar includes the ability to run and monitor systems to deliver business value and to continually improve supporting processes and procedures. You can find prescriptive guidance on implementation in the Operational Excellence Pillar whitepaper.
The security pillar includes the ability to protect information, systems, and assets while delivering business value through risk assessments and mitigation strategies. You can find prescriptive guidance on implementation in the Security Pillar whitepaper.
The reliability pillar includes the ability of a system to recover from infrastructure or service disruptions, dynamically acquire computing resources to meet demand, and mitigate disruptions such as misconfigurations or transient network issues. You can find prescriptive guidance on implementation in the Reliability Pillar whitepaper.
4. Performance Efficiency
The performance efficiency pillar includes the ability to use computing resources efficiently to meet system requirements and to maintain that efficiency as demand changes and technologies evolve. You can find prescriptive guidance on implementation in the Performance Efficiency Pillar whitepaper.
5. Cost Optimization
The cost optimization pillar includes the ability to avoid or eliminate unneeded cost or suboptimal resources. You can find prescriptive guidance on implementation in the Cost Optimization Pillar whitepaper.
The AWS Well-Architected Framework provides architectural best practices across the five pillars for designing and operating reliable, secure, efficient, and cost-effective systems in the cloud. The framework provides a set of questions that allows you to review an existing or proposed architecture. It also provides a set of AWS best practices for each pillar.
Using the Framework in your architecture helps you produce stable and efficient systems, which allows you to focus on functional requirements.
Other AWS Facts and Summaries and Questions/Answers Dump
- AWS Certified Solution Architect Associate Exam Prep App
- AWS S3 facts and summaries and Q&A Dump
- AWS DynamoDB facts and summaries and Questions and Answers Dump
- AWS EC2 facts and summaries and Questions and Answers Dump
- AWS Serverless facts and summaries and Questions and Answers Dump
- AWS Developer and Deployment Theory facts and summaries and Questions and Answers Dump
- AWS IAM facts and summaries and Questions and Answers Dump
- AWS Lambda facts and summaries and Questions and Answers Dump
- AWS SQS facts and summaries and Questions and Answers Dump
- AWS RDS facts and summaries and Questions and Answers Dump
- AWS ECS facts and summaries and Questions and Answers Dump
- AWS CloudWatch facts and summaries and Questions and Answers Dump
- AWS SES facts and summaries and Questions and Answers Dump
- AWS EBS facts and summaries and Questions and Answers Dump
- AWS ELB facts and summaries and Questions and Answers Dump
- AWS Autoscaling facts and summaries and Questions and Answers Dump
- AWS VPC facts and summaries and Questions and Answers Dump
- AWS KMS facts and summaries and Questions and Answers Dump
- AWS Elastic Beanstalk facts and summaries and Questions and Answers Dump
- AWS CodeBuild facts and summaries and Questions and Answers Dump
- AWS CodeDeploy facts and summaries and Questions and Answers Dump
- AWS CodePipeline facts and summaries and Questions and Answers Dump
What means undifferentiated heavy lifting?
The reality, of course, today is that if you come up with a great idea you don’t get to go quickly to a successful product. There’s a lot of undifferentiated heavy lifting that stands between your idea and that success. The kinds of things that I’m talking about when I say undifferentiated heavy lifting are things like these: figuring out which servers to buy, how many of them to buy, what time line to buy them.
Eventually you end up with heterogeneous hardware and you have to match that. You have to think about backup scenarios if you lose your data center or lose connectivity to a data center. Eventually you have to move facilities. There’s negotiations to be done. It’s a very complex set of activities that really is a big driver of ultimate success.
But they are undifferentiated from, it’s not the heart of, your idea. We call this muck. And it gets worse because what really happens is you don’t have to do this one time. You have to drive this loop. After you get your first version of your idea out into the marketplace, you’ve done all that undifferentiated heavy lifting, you find out that you have to cycle back. Change your idea. The winners are the ones that can cycle this loop the fastest.
On every cycle of this loop you have this undifferentiated heavy lifting, or muck, that you have to contend with. I believe that for most companies, and it’s certainly true at Amazon, that 70% of your time, energy, and dollars go into the undifferentiated heavy lifting and only 30% of your energy, time, and dollars gets to go into the core kernel of your idea.
I think what people are excited about is that they’re going to get a chance they see a future where they may be able to invert those two. Where they may be able to spend 70% of their time, energy and dollars on the differentiated part of what they’re doing.
AWS Certified Solutions Architect Associates Questions and Answers around the web.
Testimonial: How did you prepare for AWS Certified Solutions Architect – Associate Level certification?
Practical knowledge is 30% important and rest is Jayendra blog and Dumps.
Buying udemy courses doesn’t make you pass, I can tell surely without going to dumps and without going to jayendra’s blog not easy to clear the certification.
Read FAQs of S3, IAM, EC2, VPC, SQS, Autoscaling, Elastic Load Balancer, EBS, RDS, Lambda, API Gateway, ECS.
Read the Security Whitepaper and Shared Responsibility model.
The most important thing is basic questions from the last introduced topics to the exam is very important like Amazon Kinesis, etc…
– ACloudGuru course with practice test’s
– Created my own cheat sheet in excel
– Practice questions on various website
– Few AWS services FAQ’s
– Some questions were your understanding about which service to pick for the use case.
– many questions on VPC
– a couple of unexpected question on AWS CloudHSM, AWS systems manager, aws athena
– encryption at rest and in transit services
– migration from on-premise to AWS
– backup data in az vs regional
I believe the time was sufficient.
Overall I feel AWS SAA was more challenging in theory than GCP Associate CE.
some resources I bookmarked:
- Comparison of AWS Services
- Solutions Architect – Associate | Qwiklabs
- A curated list of AWS resources to prepare for the AWS Certifications
- AWS Cheat Sheet
Whitepapers are the important information about each services that are published by Amazon in their website. If you are preparing for the AWS certifications, it is very important to use the some of the most recommended whitepapers to read before writing the exam.
- Overview of Security Processes
- Storage Options in the Cloud
- Defining Fault Tolerant Applications in the AWS Cloud
- Overview of Amazon Web Services
- Compliance Whitepaper
- Architecting for the AWS Cloud
Data Security questions could be the more challenging and it’s worth noting that you need to have a good understanding of security processes described in the whitepaper titled “Overview of Security Processes”.
In the above list, most important whitepapers are Overview of Security Processes and Storage Options in the Cloud. Read more here…
Big thanks to /u/acantril for his amazing course – AWS Certified Solutions Architect – Associate (SAA-C02) – the best IT course I’ve ever had – and I’ve done many on various other platforms:
If you’re on the fence with buying one of his courses, stop thinking and buy it, I guarantee you won’t regret it! Other materials used for study:
Jon Bonso Practice Exams for SAA-C02 @ Tutorialsdojo (amazing practice exams!)
Random YouTube videos (example)
Official AWS Documentation (example)
TechStudySlack (learning community)
Study duration approximately ~3 months with the following regimen:
Daily study from
Usually early morning before work
Sometimes on the train when commuting from/to work
Sometimes in the evening
Due to being a father/husband, study wasn’t always possible
All learned topics reviewed weekly
I sat the exam at a PearsonVUE test centre and scored 816.
The exam had lots of questions around S3, RDS and storage. To be honest it was a bit of a blur but they are the ones I remember.
I was a bit worried before sitting the exam as I was only hit 76% in the official AWS practice exam the night before but it turned out alright in the end!
I have around 8 years of experience in IT but AWS was relatively new to me around 5 weeks ago.
Training Material Used
Firstly I ran through the u/stephanemaarek course which I found to pretty much cover all that was required!
I then used the u/Tutorials_Dojo practice exams. I took one before starting Stephane’s course to see where I was at with no training. I got 46% but I suppose a few of them were lucky guesses!
I then finished the course and took another test and hit around 65%, TD was great as they gave explanations on the answers. I then used this go back to the course to go over my weak areas again.
I then seemed to not be able to get higher than the low 70% on the exams so I went through u/neal-davis course, this was also great as it had an “Exam Cram” video at the end of each topic.
I also set up flashcards on BrainScape which helped me remember AWS services and what their function is.
All in all it was a great learning experience and I look forward to putting my skills into action!
Many FSx / EFS / Lustre questions
S3 Use cases, storage tiers, cloudfront were pretty prominent too
Only got one “figure out what’s wrong with this IAM policy” question
A handful of dynamodb questions and a handful for picking use cases between different database types or caching layers.
Other typical tips: When you’re unclear on what answer you should pick, or if they seem very similar – work on eliminating answers first. “It can’t be X because oy Y” and that can help a lot.
Testimonial: Passed the AWS Solutions Architect Associate exam!
I prepared mostly from freely available resources as my basics were strong. Bought Jon Bonso’s tests on Udemy and they turned out to be super important while preparing for those particular type of questions (i.e. the questions which feel subjective, but they aren’t), understanding line of questioning and most suitable answers for some common scenarios.
Created a Notion notebook to note down those common scenarios, exceptions, what supports what, integrations etc. Used that notebook and cheat sheets on Tutorials Dojo website for revision on final day.
Found the exam was little tougher than Jon Bonso’s, but his practice tests on Udemy were crucial. Wouldn’t have passed it without them.
Piece of advice for upcoming test aspirants: Get your basics right, especially networking. Understand properly how different services interact in VPC. Focus more on the last line of the question. It usually gives you a hint upon what exactly is needed. Whether you need cost optimization, performance efficiency or high availability. Little to no operational effort means serverless. Understand all serverless services thoroughly.
Testimonial: Passed Solutions Architect Associate (SAA-C02) Today!
I have almost no experience with AWS, except for completing the Certified Cloud Practitioner earlier this year. My work is pushing all IT employees to complete some cloud training and certifications, which is why I chose to do this.
How I Studied:
My company pays for acloudguru subscriptions for its employees, so I used that for the bulk of my learning. I took notes on 3×5 notecards on the key terms and concepts for review.
Once I scored passing grades on the ACG practice tests, I took the Jon Bonso tests on Udemy, which are much more difficult and fairly close to the difficulty of the actual exam. I scored 45%-74% on every Bonso practice test, and spent 1-2 hours after each test reviewing what I missed, supplementing my note cards, and taking time to understand my weak spots. I only took these tests once each, but in between each practice test, I would review all my note cards until I had the content largely memorized.
This was one of the most difficult certification tests I’ve ever done. The exam was remote proctored with PearsonVUE (I used PSI for the CCP and didn’t like it as much) I felt like I was failing half the time. I marked about 25% of the questions for review, and I used up the entire allotted time. The questions are mostly about understanding which services interact with which other services, or which services are incompatible with the scenario. It was important for me to read through each response and eliminate the ones that don’t make sense. A lot of the responses mentioned a lot of AWS services that sound good but don’t actually work together (i.e. if it doesn’t make sense to have service X querying database Y, so that probably isn’t the right answer). I can’t point to one domain that really needs to be studied more than any other. You need to know all of the content for the exam.
The ACG practice tests are not a good metric for success for the actual SAA exam, and I would not have passed without Bonso’s tests showing me my weak spots. PearsonVUE is better than PSI. Make sure to study everything thoroughly and review excessively. You don’t necessarily need 5 different study sources and years of experience to be able to pass (although both of those definitely help) and good luck to anyone that took the time to read!
Testimonial: Passed AWS CSAA today!
AWS Certified Solutions Architect Associate
So glad to pass my first AWS certification after 6 weeks of preparation.
After a series of trial of error in regards to picking the appropriate learning content. Eventually, I went with the community’s advice, and took the course presented by the amazing u/stephanemaarek, in addition to the practice exams by Jon Bonso.
At this point, I can’t say anything that hasn’t been said already about how helpful they are. It’s a great combination of learning material, I appreciate the instructor’s work, and the community’s help in this sub.
Throughout the course I noted down the important points, and used the course slides as a reference in the first review iteration.
Before resorting to Udemy’s practice exams, I purchased a practice exam from another website, that I regret (not to defame the other vendor, I would simply recommend Udemy).
Udemy’s practice exams were incredible, in that they made me aware of the points I hadn’t understood clearly. After each exam, I would go both through the incorrect answers, as well as the questions I marked for review, wrote down the topic for review, and read the explanation thoroughly. The explanations point to the respective documentation in AWS, which is a recommended read, especially if you don’t feel confident with the service.
What I want to note, is that I didn’t get satisfying marks on the first go at the practice exams (I got an average of ~70%).
Throughout the 6 practice exams, I aggregated a long list of topics to review, went back to the course slides and practice-exams explanations, in addition to the AWS documentation for the respective service.
On the second go I averaged 85%. The second attempt at the exams was important as a confidence boost, as I made sure I understood the services more clearly.
The take away:
Don’t feel disappointed if you get bad results at your practice-exams. Make sure to review the topics and give it another shot.
The AWS documentation is your friend! It is vert clear and concise. My only regret is not having referenced the documentation enough after learning new services.
I scheduled the exam using PSI.
I was very confident going into the exam. But going through such an exam environment for the first time made me feel under pressure. Partly, because I didn’t feel comfortable being monitored (I was afraid to get eliminated if I moved or covered my mouth), but mostly because there was a lot at stake from my side, and I had to pass it in the first go.
The questions were harder than expected, but I tried analyze the questions more, and eliminate the invalid answers.
I was very nervous and kept reviewing flagged questions up to the last minute. Luckily, I pulled through.
The take away:
The proctors are friendly, just make sure you feel comfortable in the exam place, and use the practice exams to prepare for the actual’s exam’s environment. That includes sitting in a straight posture, not talking/whispering, or looking away.
Make sure to organize the time dedicated for each questions well, and don’t let yourself get distracted by being monitored like I did.
Don’t skip the question that you are not sure of. Try to select the most probable answer, then flag the question. This will make the very-stressful, last-minute review easier.
You have been engaged by a company to design and lead a migration to an AWS environment. The team is concerned about the capabilities of the new environment, especially when it comes to high availability and cost-effectiveness. The design calls for about 20 instances (c3.2xlarge) pulling jobs/messages from SQS. Network traffic per instance is estimated to be around 500 Mbps at the beginning and end of each job. Which configuration should you plan on deploying?
Spread the Instances over multiple AZs to minimize the traffic concentration and maximize fault-tolerance. With a multi-AZ configuration, an additional reliability point is scored as the entire Availability Zone itself is ruled out as a single point of failure. This ensures high availability. Wherever possible, use simple solutions such as spreading the load out rather than expensive high tech solutions
To save money, you quickly stored some data in one of the attached volumes of an EC2 instance and stopped it for the weekend. When you returned on Monday and restarted your instance, you discovered that your data was gone. Why might that be?
The volume was ephemeral, block-level storage. Data on an instance store volume is lost if an instance is stopped.
The most likely answer is that the EC2 instance had an instance store volume attached to it. Instance store volumes are ephemeral, meaning that data in attached instance store volumes is lost if the instance stops.
Reference: Instance store lifetime
Your company likes the idea of storing files on AWS. However, low-latency service of the last few days of files is important to customer service. Which Storage Gateway configuration would you use to achieve both of these ends?
A file gateway simplifies file storage in Amazon S3, integrates to existing applications through industry-standard file system protocols, and provides a cost-effective alternative to on-premises storage. It also provides low-latency access to data through transparent local caching.
Cached volumes allow you to store your data in Amazon Simple Storage Service (Amazon S3) and retain a copy of frequently accessed data subsets locally. Cached volumes offer a substantial cost savings on primary storage and minimize the need to scale your storage on-premises. You also retain low-latency access to your frequently accessed data.
You’ve been commissioned to develop a high-availability application with a stateless web tier. Identify the most cost-effective means of reaching this end.
Use an Elastic Load Balancer, a multi-AZ deployment of an Auto-Scaling group of EC2 Spot instances (primary) running in tandem with an Auto-Scaling group of EC2 On-Demand instances (secondary), and DynamoDB.
With proper scripting and scaling policies, running EC2 On-Demand instances behind the Spot instances will deliver the most cost-effective solution because On-Demand instances will only spin up if the Spot instances are not available. DynamoDB lends itself to supporting stateless web/app installations better than RDS .
You are building a NAT Instance in an m3.medium using the AWS Linux2 distro with amazon-linux-extras installed. Which of the following do you need to set?
Ensure that “Source/Destination Checks” is disabled on the NAT instance. With a NAT instance, the most common oversight is forgetting to disable Source/Destination Checks. TNote: This is a legacy topic and while it may appear on the AWS exam it will only do so infrequently.
You are reviewing Change Control requests and you note that there is a proposed change designed to reduce errors due to SQS Eventual Consistency by updating the “DelaySeconds” attribute. What does this mean?
When a new message is added to the SQS queue, it will be hidden from consumer instances for a fixed period.
Delay queues let you postpone the delivery of new messages to a queue for a number of seconds, for example, when your consumer application needs additional time to process messages. If you create a delay queue, any messages that you send to the queue remain invisible to consumers for the duration of the delay period. The default (minimum) delay for a queue is 0 seconds. The maximum is 15 minutes. To set delay seconds on individual messages, rather than on an entire queue, use message timers to allow Amazon SQS to use the message timer’s DelaySeconds value instead of the delay queue’s DelaySeconds value. Reference: Amazon SQS delay queues.
Amazon SQS keeps track of all tasks and events in an application: True or False?
False. Amazon SWF (not Amazon SQS) keeps track of all tasks and events in an application. Amazon SQS requires you to implement your own application-level tracking, especially if your application uses multiple queues. Amazon SWF FAQs.
You work for a company, and you need to protect your data stored on S3 from accidental deletion. Which actions might you take to achieve this?
Allow versioning on the bucket and to protect the objects by configuring MFA-protected API access.
Your Security Manager has hired a security contractor to audit your network and firewall configurations. The consultant doesn’t have access to an AWS account. You need to provide the required access for the auditing tasks, and answer a question about login details for the official AWS firewall appliance. Which actions might you do?
AWS has removed the Firewall appliance from the hub of the network and implemented the firewall functionality as stateful Security Groups, and stateless subnet NACLs. This is not a new concept in networking, but rarely implemented at this scale.
Create an IAM user for the auditor and explain that the firewall functionality is implemented as stateful Security Groups, and stateless subnet NACLs
Amazon ElastiCache can fulfill a number of roles. Which operations can be implemented using ElastiCache for Redis.
Amazon ElastiCache offers a fully managed Memcached and Redis service. Although the name only suggests caching functionality, the Redis service in particular can offer a number of operations such as Pub/Sub, Sorted Sets and an In-Memory Data Store. However, Amazon ElastiCache for Redis doesn’t support multithreaded architectures.
You have been asked to deploy an application on a small number of EC2 instances. The application must be placed across multiple Availability Zones and should also minimize the chance of underlying hardware failure. Which actions would provide this solution?
Deploy the EC2 servers in a Spread Placement Group.
Spread Placement Groups are recommended for applications that have a small number of critical instances which need to be kept separate from each other. Launching instances in a Spread Placement Group reduces the risk of simultaneous failures that might occur when instances share the same underlying hardware. Spread Placement Groups provide access to distinct hardware, and are therefore suitable for mixing instance types or launching instances over time. In this case, deploying the EC2 instances in a Spread Placement Group is the only correct option.
You manage a NodeJS messaging application that lives on a cluster of EC2 instances. Your website occasionally experiences brief, strong, and entirely unpredictable spikes in traffic that overwhelm your EC2 instances’ resources and freeze the application. As a result, you’re losing recently submitted messages from end-users. You use Auto Scaling to deploy additional resources to handle the load during spikes, but the new instances don’t spin-up fast enough to prevent the existing application servers from freezing. Can you provide the most cost-effective solution in preventing the loss of recently submitted messages?
Use Amazon SQS to decouple the application components and keep the messages in queue until the extra Auto-Scaling instances are available.
Neither increasing the size of your EC2 instances nor maintaining additional EC2 instances is cost-effective, and pre-warming an ELB signifies that these spikes in traffic are predictable. The cost-effective solution to the unpredictable spike in traffic is to use SQS to decouple the application components.
True statements on S3 URL styles
Virtual-host-style URLs (such as: https://bucket-name.s3.Region.amazonaws.com/key name) are supported by AWS.
Path-Style URLs (such as https://s3.Region.amazonaws.com/bucket-name/key name) are supported by AWS.
You run an automobile reselling company that has a popular online store on AWS. The application sits behind an Auto Scaling group and requires new instances of the Auto Scaling group to identify their public and private IP addresses. How can you achieve this?
Using a Curl or Get Command to get the latest meta-data from http://169.254.169.254/latest/meta-data/
What data formats are used to create CloudFormation templates?
JSOn and YAML
You have launched a NAT instance into a public subnet, and you have configured all relevant security groups, network ACLs, and routing policies to allow this NAT to function. However, EC2 instances in the private subnet still cannot communicate out to the internet. What troubleshooting steps should you take to resolve this issue?
Disable the Source/Destination Check on your NAT instance.
A NAT instance sends and retrieves traffic on behalf of instances in a private subnet. As a result, source/destination checks on the NAT instance must be disabled to allow the sending and receiving traffic for the private instances. Route 53 resolves DNS names, so it would not help here. Traffic that is originating from your NAT instance will not pass through an ELB. Instead, it is sent directly from the public IP address of the NAT Instance out to the Internet.
You need a storage service that delivers the lowest-latency access to data for a database running on a single EC2 instance. Which of the following AWS storage services is suitable for this use case?
Amazon EBS is a block level storage service for use with Amazon EC2. Amazon EBS can deliver performance for workloads that require the lowest-latency access to data from a single EC2 instance. A broad range of workloads, such as relational and non-relational databases, enterprise applications, containerized applications, big data analytics engines, file systems, and media workflows are widely deployed on Amazon EBS.
What are DynamoDB use cases?
Use cases include storing JSON data, BLOB data and storing web session data.
You are reviewing Change Control requests, and you note that there is a change designed to reduce costs by updating the Amazon SQS “WaitTimeSeconds” attribute. What does this mean?
When the consumer instance polls for new work, the SQS service will allow it to wait a certain time for one or more messages to be available before closing the connection.
Poor timing of SQS processes can significantly impact the cost effectiveness of the solution.
Long polling helps reduce the cost of using Amazon SQS by eliminating the number of empty responses (when there are no messages available for a ReceiveMessage request) and false empty responses (when messages are available but aren’t included in a response).
You have been asked to decouple an application by utilizing SQS. The application dictates that messages on the queue CAN be delivered more than once, but must be delivered in the order they have arrived while reducing the number of empty responses. Which option is most suitable?
Configure a FIFO SQS queue and enable long polling.
You are a security architect working for a large antivirus company. The production environment has recently been moved to AWS and is in a public subnet. You are able to view the production environment over HTTP. However, when your customers try to update their virus definition files over a custom port, that port is blocked. You log in to the console and you allow traffic in over the custom port. How long will this take to take effect?
You need to restrict access to an S3 bucket. Which methods can you use to do so?
There are two ways of securing S3, using either Access Control Lists (Permissions) or by using bucket Policies.
You are reviewing Change Control requests, and you note that there is a change designed to reduce wasted CPU cycles by increasing the value of your Amazon SQS “VisibilityTimeout” attribute. What does this mean?
When a consumer instance retrieves a message, that message will be hidden from other consumer instances for a fixed period.
Poor timing of SQS processes can significantly impact the cost effectiveness of the solution. To prevent other consumers from processing the message again, Amazon SQS sets a visibility timeout, a period of time during which Amazon SQS prevents other consumers from receiving and processing the message. The default visibility timeout for a message is 30 seconds. The minimum is 0 seconds. The maximum is 12 hours.
With EBS, I can ____.
Create an encrypted volume from a snapshot of another encrypted volume.
Create an encrypted snapshot from an unencrypted snapshot by creating an encrypted copy of the unencrypted snapshot.
You can create an encrypted volume from a snapshot of another encrypted volume.
Although there is no direct way to encrypt an existing unencrypted volume or snapshot, you can encrypt them by creating either a volume or a snapshot. Reference: Encrypting unencrypted resources.
Following advice from your consultant, you have configured your VPC to use dedicated hosting tenancy. Your VPC has an Amazon EC2 Auto Scaling designed to launch or terminate Amazon EC2 instances on a regular basis, in order to meet workload demands. A subsequent change to your application has rendered the performance gains from dedicated tenancy superfluous, and you would now like to recoup some of these greater costs. How do you revert your instance tenancy attribute of a VPC to default for new launched EC2 instances?
Modify the instance tenancy attribute of your VPC from dedicated to default using the AWS CLI, an AWS SDK, or the Amazon EC2 API.
You can change the instance tenancy attribute of a VPC from dedicated to default. Modifying the instance tenancy of the VPC does not affect the tenancy of any existing instances in the VPC. The next time you launch an instance in the VPC, it has a tenancy of default, unless you specify otherwise during launch. You can modify the instance tenancy attribute of a VPC using the AWS CLI, an AWS SDK, or the Amazon EC2 API only. Reference: Change the tenancy of a VPC.
What is Amazon DynamoDB?
Amazon DynamoDB is a fast, fully managed NoSQL database service. DynamoDB makes it simple and cost-effective to store and retrieve any amount of data and serve any level of request traffic.
DynamoDB is used to create tables that store and retrieve any level of data.
- DynamoDB uses SSD’s to store data.
- Provides Automatic and synchronous data.
- Maximum item size is 400KB
- Supports cross-region replication.
DynamoDB Core Concepts:
- The fundamental concepts around DynamoDB are:
- Tables-which is a collection of data.
- Items- They are the individual entries in the table.
- Attributes- These are the properties associated with the entries.
- Primary Keys.
- Secondary Indexes.
- DynamoDB streams.
- The Secondary index is a data structure that contains a subset of attributes from the table, along with an alternate key that supports Query operations.
- Every secondary index is related to only one table, from where it obtains data. This is called base table of the index.
- When you create an index you create an alternate key for the index i.e. Partition Key and Sort key, DynamoDB creates a copy of the attributes into the index, including primary key attributes derived from the table.
- After this is done, you use the query/scan in the same way as you would use a query on a table.
Every secondary index is instinctively maintained by DynamoDB.
DynamoDB Indexes: DynamoDB supports two indexes:
- Local Secondary Index (LSI)- The index has the same partition key as the base table but a different sort key,
- Global Secondary index (GSI)- The index has a partition key and sort key are different from those on the base table.
While creating more than one table using secondary table , you must do it in a sequence. Create table one after the another. When you create the first table wait for it to be active.
Once that table is active, create another table and wait for it to get active and so on. If you try to create one or more tables continuously DynamoDB will return a LimitExceededException.
You must specify the following, for every secondary index:
- Type- You must mention the type of index you are creating whether it is a Global Secondary Index or a Local Secondary index.
- Name- You must specify the name for the index. The rules for naming the indexes are the same as that for the table it is connected with. You can use the same name for the indexes that are connected with the different base table.
- Key- The key schema for the index states that every attribute in the index must be of the top level attribute of type-string, number, or binary. Other data types which include documents and sets are not allowed. Other requirements depend on the type of index you choose.
- For GSI- The partitions key can be any scalar attribute of the base table.
Sort key is optional and this too can be any scalar attribute of the base table.
- For LSI- The partition key must be the same as the base table’s partition key.
The sort key must be a non-key table attribute.
- Additional Attributes: The additional attributes are in addition to the tables key attributes. They are automatically projected into every index. You can use attributes for any data type, including scalars, documents and sets.
- Throughput: The throughput settings for the index if necessary are:
- GSI: Specify read and write capacity unit settings. These provisioned throughput settings are not dependent on the base tables settings.
- LSI- You do not need to specify read and write capacity unit settings. Any read and write operations on the local secondary index are drawn from the provisioned throughput settings of the base table.
You can create upto 5 Global and 5 Local Secondary Indexes per table. With the deletion of a table all the indexes are connected with the table are also deleted.
You can use the Scan or Query operation to fetch the data from the table. DynamoDB will give you the results in descending or ascending order.
An NLB is a Network Load Balancer.
Network Load Balancer Overview: A Network Load Balancer functions at the fourth layer of the Open Systems Interconnection (OSI) model. It can handle millions of requests per second. After the load balancer receives a connection request, it selects a target from the target group for the default rule. It attempts to open a TCP connection to the selected target on the port specified in the listener configuration. When you enable an Availability Zone for the load balancer, Elastic Load Balancing creates a load balancer node in the Availability Zone. By default, each load balancer node distributes traffic across the registered targets in its Availability Zone only. If you enable cross-zone load balancing, each load balancer node distributes traffic across the registered targets in all enabled Availability Zones. It is designed to handle tens of millions of requests per second while maintaining high throughput at ultra low latency, with no effort on your part. The Network Load Balancer is API-compatible with the Application Load Balancer, including full programmatic control of Target Groups and Targets. Here are some of the most important features:
- Static IP Addresses – Each Network Load Balancer provides a single IP address for each Availability Zone in its purview. If you have targets in us-west-2a and other targets in us-west-2c, NLB will create and manage two IP addresses (one per AZ); connections to that IP address will spread traffic across the instances in all the VPC subnets in the AZ. You can also specify an existing Elastic IP for each AZ for even greater control. With full control over your IP addresses, a Network Load Balancer can be used in situations where IP addresses need to be hard-coded into DNS records, customer firewall rules, and so forth.
- Zonality – The IP-per-AZ feature reduces latency with improved performance, improves availability through isolation and fault tolerance, and makes the use of Network Load Balancers transparent to your client applications. Network Load Balancers also attempt to route a series of requests from a particular source to targets in a single AZ while still providing automatic failover should those targets become unavailable.
- Source Address Preservation – With Network Load Balancer, the original source IP address and source ports for the incoming connections remain unmodified, so application software need not support X-Forwarded-For, proxy protocol, or other workarounds. This also means that normal firewall rules, including VPC Security Groups, can be used on targets.
- Long-running Connections – NLB handles connections with built-in fault tolerance, and can handle connections that are open for months or years, making them a great fit for IoT, gaming, and messaging applications.
- Failover – Powered by Route 53 health checks, NLB supports failover between IP addresses within and across regions.
There are two types of VPC endpoints: (1) interface endpoints and (2) gateway endpoints. Interface endpoints enable connectivity to services over AWS PrivateLink.
Amazon AWS uses key pair to encrypt and decrypt login information.
A sender uses a public key to encrypt data, which its receiver then decrypts using another private key. These two keys, public and private, are known as a key pair.
You need a key pair to be able to connect to your instances. The way this works on Linux and Windows instances is different.
First, when you launch a new instance, you assign a key pair to it. Then, when you log in to it, you use the private key.
The difference between Linux and Windows instances is that Linux instances do not have a password already set and you must use the key pair to log in to Linux instances. On the other hand, on Windows instances, you need the key pair to decrypt the administrator password. Using the decrypted password, you can use RDP and then connect to your Windows instance.
Amazon EC2 stores only the public key, and you can either generate it inside Amazon EC2 or you can import it. Since the private key is not stored by Amazon, it’s advisable to store it in a secure place as anyone who has this private key can log in on your behalf.
There are two types of Security Groups based on where you launch your instance. When you launch your instance on EC2-Classic, you have to specify an EC2-Classic Security Group . On the other hand, when you launch an instance in a VPC, you will have to specify an EC2-VPC Security Group. Now that we have a clear understanding what we are comparing, lets see their main differences:
- When the instance is launched, you can only choose a Security Group that resides in the same region as the instance.
- You cannot change the Security Group after the instance has launched (you may edit the rules)
- They are not IPv6 Capable
- You can change the Security Group after the instance has launched
- They are IPv6 Capable
Generally speaking, they are not interchangeable and there are more capabilities on the EC2-VPC SGs. You may read more about them on Differences Between Security Groups for EC2-Classic and EC2-VPC
I think this is historical in nature. S3 and DynamoDB were the first services to support VPC endpoints. The release of those VPC endpoint features pre-dates two important services that subsequently enabled interface endpoints: Network Load Balancer and AWS PrivateLink.
- Separate the Lambda handler from your core logic.
- Take advantage of execution context reuse to improve the performance of your function. Initialize SDK clients and database connections outside of the function handler, and cache static assets locally in the
/tmpdirectory. Subsequent invocations processed by the same instance of your function can reuse these resources. This saves execution time and avoid potential data leaks across invocations, don’t use the execution context to store user data, events, or other information with security implications. If your function relies on a mutable state that can’t be stored in memory within the handler, consider creating a separate function or separate versions of a function for each user.
- Use AWS Lambda Environment Variables to pass operational parameters to your function. For example, if you are writing to an Amazon S3 bucket, instead of hard-coding the bucket name you are writing to, configure the bucket name as an environment variable.
You can use VPC Flow Logs. The steps would be the following:
- Enable VPC Flow Logs for the VPC your EC2 instance lives in. You can do this from the VPC console
- Having VPC Flow Logs enabled will create a CloudWatch Logs log group
- Find the Elastic Network Interface assigned to your EC2 instance. Also, get the private IP of your EC2 instance. You can do this from the EC2 console.
- Find the CloudWatch Logs log stream for that ENI.
- Search the log stream for records where your Windows instance’s IP is the destination IP, make sure the port is the one you’re looking for. You’ll see records that tell you if someone has been connecting to your EC2 instance. For example, there are bytes transferred, status=ACCEPT, log-status=OK. You will also know the source IP that connected to your instance.
I recommend using CloudWatch Logs Metric Filters, so you don’t have to do all this manually. Metric Filters will find the patterns I described in your CloudWatch Logs entries and will publish a CloudWatch metric. Then you can trigger an alarm that notifies you when someone logs in to your instance.
Here are more details from the AWS Official Blog and the AWS documentation for VPC Flow Logs records:
Also, there are 3rd-party tools that simplify all these steps for you and give you very nice visibility and alerts into what’s happening in your AWS network resources. I’ve tried Observable Networks and it’s great: Observable Networks
While enabling ports on AWS NAT gateway when you allow inbound traffic on port 80/443 , do you need to allow outbound traffic on the same ports or is it sufficient to allow outbound traffic on ephemeral ports (1024-65535)?
Typically outbound traffic is not blocked by NAT on any port, so you would not need to explicitly allow those, since they should already be allowed. Your firewall generally would have a rule to allow return traffic that was initiated outbound from inside your office.
Is AWS traffic between EC2 nodes in the same availability zone secure with respect to sending sensitive data?
According to Amazon’s documentation, it is impossible for one instance to sniff traffic bound for a different instance.
- Packet sniffing by other tenants. It is not possible for a virtual instance running in promiscuous mode to receive or “sniff” traffic that is intended for a different virtual instance. While you can place your interfaces into promiscuous mode, the hypervisor will not deliver any traffic to them that is not addressed to them. Even two virtual instances that are owned by the same customer located on the same physical host cannot listen to each other’s traffic. Attacks such as ARP cache poisoning do not work within Amazon EC2 and Amazon VPC. While Amazon EC2 does provide ample protection against one customer inadvertently or maliciously attempting to view another’s data, as a standard practice you should encrypt sensitive traffic.
But as you can see, they still recommend that you should maintain encryption inside your network. We have taken the approach of terminating SSL at the external interface of the ELB, but then initiating SSL from the ELB to our back-end servers, and even further, to our (RDS) databases. It’s probably belt-and-suspenders, but in my industry it’s needed. Heck, we have some interfaces that require HTTPS and a VPN.
FROM AWS:REINVENT 2020:
You can automate any task that involves interaction with AWS and on-premises resources, including in multi-account and multi-Region environments, with AWS Systems Manager. In this session, learn more about three new Systems Manager launches at re:Invent—Change Manager, Fleet Manager, and Application Manager. In addition, learn how Systems Manager Automation can be used across multiple Regions and accounts, integrate with other AWS services, and extend to on-premises. This session takes a deep dive into how to author a custom runbook using an automation document, and how to execute automation anywhere.
Learn how you can quickly build scaled AWS operations tooling to meet some of the most complex and compliant operations system requirements.
Learn about the performance improvements made in Amazon EMR for Apache Spark and Presto, giving Amazon EMR one of the fastest runtimes for analytics workloads in the cloud. This session dives deep into how AWS generates smart query plans in the absence of accurate table statistics. It also covers adaptive query execution—a technique to dynamically collect statistics during query execution—and how AWS uses dynamic partition pruning to generate query predicates for speeding up table joins. You also learn about execution improvements such as data prefetching and pruning of nested data types.
Explore how state-of-the-art algorithms built into Amazon SageMaker are used to detect declines in machine learning (ML) model quality. One of the big factors that can affect the accuracy of models is the difference in the data used to generate predictions and what was used for training. For example, changing economic conditions could drive new interest rates affecting home purchasing predictions. Amazon SageMaker Model Monitor automatically detects drift in deployed models and provides detailed alerts that help you identify the source of the problem so you can be more confident in your ML applications.
Amazon Lightsail is AWS’s simple, virtual private server. In this session, learn more about Lightsail and its newest launches. Lightsail is designed for simple web apps, websites, and dev environments. This session reviews core product features, such as preconfigured blueprints, managed databases, load balancers, networking, and snapshots, and includes a demo of the most recent launches. Attend this session to learn more about how you can get up and running on AWS in the easiest way possible.
This session dives into the security model behind AWS Lambda functions, looking at how you can isolate workloads, build multiple layers of protection, and leverage fine-grained authorization. You learn about the implementation, the open-source Firecracker technology that provides one of the most important layers, and what this means for how you build on Lambda. You also see how AWS Lambda securely runs your functions packaged and deployed as container images. Finally, you learn about SaaS, customization, and safe patterns for running your own customers’ code in your Lambda functions.
Unauthorized users and financially motivated third parties also have access to advanced cloud capabilities. This causes concerns and creates challenges for customers responsible for the security of their cloud assets. Join us as Roy Feintuch, chief technologist of cloud products, and Maya Horowitz, director of threat intelligence and research, face off in an epic battle of defense against unauthorized cloud-native attacks. In this session, Roy uses security analytics, threat hunting, and cloud intelligence solutions to dissect and analyze some sneaky cloud breaches so you can strengthen your cloud defense. This presentation is brought to you by Check Point Software, an AWS Partner.
AWS provides services and features that your organization can leverage to improve the security of a serverless application. However, as organizations grow and developers deploy more serverless applications, how do you know if all of the applications are in compliance with your organization’s security policies? This session walks you through serverless security, and you learn about protections and guardrails that you can build to avoid misconfigurations and catch potential security risks.
The Amazon Cash application service matches incoming customer payments with accounts and open invoices, while an email ingestion service (EIS) processes more than 1 million semi-structured and unstructured remittance emails monthly. In this session, learn how this EIS classifies the emails, extracts invoice data from the emails, and then identifies the right invoices to close on Amazon financial platforms. Dive deep on how these services automated 89.5% of cash applications using AWS AI & ML services. Hear about how these services will eliminate the manual effort of 1000 cash application analysts in the next 10 years.
Dive into the details of using Amazon Kinesis Data Streams and Amazon DynamoDB Streams as event sources for AWS Lambda. This session walks you through how AWS Lambda scales along with these two event sources. It also covers best practices and challenges, including how to tune streaming sources for optimum performance and how to effectively monitor them.
Build real-time applications using Apache Flink with Apache Kafka and Amazon Kinesis Data Streams. Apache Flink is a framework and engine for building streaming applications for use cases such as real-time analytics and complex event processing. This session covers best practices for building low-latency applications with Apache Flink when reading data from either Amazon MSK or Amazon Kinesis Data Streams. It also covers best practices for running low-latency Apache Flink applications using Amazon Kinesis Data Analytics and discusses AWS’s open-source contributions to this use case.
Learn how you can accelerate application modernization and benefit from the open-source Apache Kafka ecosystem by connecting your legacy, on-premises systems to the cloud. In this session, hear real customer stories about timely insights gained from event-driven applications built on an event streaming platform from Confluent Cloud running on AWS, which stores and processes historical data and real-time data streams. Confluent makes Apache Kafka enterprise-ready using infinite Kafka storage with Amazon S3 and multiple private networking options including AWS PrivateLink, along with self-managed encryption keys for storage volume encryption with AWS Key Management Service (AWS KMS).
Data-driven business intelligence (BI) decision making is more important than ever in this age of remote work. An increasing number of organizations are investing in data transformation initiatives, including migrating data to the cloud, modernizing data warehouses, and building data lakes. But what about the last mile—connecting the dots for end users with dashboards and visualizations? Come to this session to learn how Amazon QuickSight allows you to connect to your AWS data and quickly build rich and interactive dashboards with self-serve and advanced analytics capabilities that can scale from tens to hundreds of thousands of users, without managing any infrastructure and only paying for what you use.
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